Skill UI

A robust reference architecture designed for integrating multi-property portfolios with the AppFolio Stack API. It manages complex tasks such as real-time vacancy tracking, tenant lifecycle management, work order routing, and financial accounting reconciliation (e.g., QuickBooks/Xero). Key components include a service layer, multi-level caching strategies for optimal data freshness, and an event-driven pipeline (using webhooks and message queues) to ensure data consistency and idempotency across all transactions, addressing potential rate limits and failure modes.

This SDK provides production-ready TypeScript patterns for integrating with the AppFolio property management REST API. It includes a singleton client for centralized credential management, robust error wrappers (handling 429 rate limits and 401 auth errors), a flexible query builder for filtering data, and structured interfaces for core entities like Properties, Tenants, and Leases. Use it to build reliable, scalable automation workflows for real estate operations.

This guide documents the practical throughput limits and throttling patterns for automating Apple Notes operations (Create, Read, Search, Delete) via scripts like osascript. It provides technical solutions, including TypeScript throttling queues and Bash batch processing examples, to prevent common timeouts (-1712), sync lag, or data loss when performing high-volume, reliable automation on macOS.

A comprehensive guide designed to diagnose and resolve common errors and exceptions encountered when using the AssemblyAI API. It covers critical topics such as authentication failures (401), rate limiting (429), transcription status errors, streaming issues, and LeMUR processing, helping users debug and maintain robust data pipelines.

This skill provides comprehensive solutions for managing rate limits and throttling when interacting with the AssemblyAI Speech-to-Text API. It implements advanced patterns like exponential backoff with jitter, queue-based concurrency control, and resilient streaming retry logic. Use it when building high-throughput, reliable applications that process large volumes of audio data.

A comprehensive diagnostic utility designed to collect all necessary evidence when troubleshooting Attio API connectivity issues or preparing a support ticket. It checks API authentication, object schema definitions, rate limit status, and general endpoint health using shell scripting and cURL.

A comprehensive guide for handling API rate limits when interacting with the Attio platform. It covers advanced techniques including parsing the `Retry-After` header, implementing exponential backoff with jitter, and using queue-based throttling. The guide also introduces best practices like Circuit Breakers and batch operations to ensure reliable, high-performance, and resilient API integrations.

A comprehensive guide for diagnosing and resolving common errors and exceptions when interacting with the BambooHR REST API. Covers HTTP status codes (400, 401, 403, 404, 429, 500, 503), authentication failures (API keys, Basic Auth), payload validation issues, and rate limiting. Helps ensure successful and reliable data integration.

This comprehensive checklist guides the secure and systematic deployment of web scraping integrations using Bright Data. It covers critical stages including production zone verification, code quality checks (e.g., rate limiting, error logging), infrastructure setup, robust monitoring configuration, and safe gradual rollout procedures, ensuring reliable, mission-critical data collection processes into production.

This technical guide provides patterns for handling rate limits, throttling, and concurrency issues when scraping data using Bright Data services. It demonstrates implementing concurrency control using queuing, applying exponential backoff for transient errors (like 429 or 503), and managing specific API trigger rate limits (e.g., 20/min, 60/hr). Essential for building robust, large-scale web scrapers.

Implement comprehensive observability for Canva Connect API integrations using industry best practices. This guide covers gathering critical metrics (latency, error rates, rate limits) with Prometheus, implementing distributed tracing with OpenTelemetry, and setting up robust alert rules. Essential for monitoring API health, optimizing performance, and ensuring system reliability in SaaS environments.

Implements automated policy enforcement and guardrails for Canva Connect API integrations. This system enforces best practices such as preventing hardcoded credentials, ensuring proper rate limit handling (429 responses), and validating robust OAuth configurations. It is essential for maintaining high code quality and security in CI/CD pipelines and pre-commit hooks.